Zero of fourteen models named Varicent Territory and Quota Planning first on the direct prompt; one named Lative. Varicent Territory and Quota Planning was named by eleven of the fourteen models and Lative by nine and Varicent Territory and Quota Planning carries 23 labels and Lative 13, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the territory and quota planning page.
Across every category in the November 2026 Edition, Varicent Territory and Quota Planning and Lative were named in the same answer nineteen times, of the 101 answers naming Varicent Territory and Quota Planning and the 41 naming Lative. In those answers Lative took the first choice four times and Varicent Territory and Quota Planning three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid initially: CaptivateIQ, Fullcast, Anaplan, and Varicent.” Perplexity Sonar · budget prompt · hard negative
“Avoid | BoogieBoard Max, eSpatial Advanced, Varicent” Qwen 3.7 Flash · budget prompt · hard negative
“Varicent reviews frequently note they're powerful but have a steep learning curve and are overkill for basic territory planning” DeepSeek V4 Flash · negative prompt · soft negative
“1. Varicent (formerly IBM SPM) Comprehensive SPM suite with strong territory optimization, quota modeling, AI-driven planning” Grok 4.20 · comparative prompt · first choice
“Need quotas, territories, capacity, and compensation connected? Start with Varicent or Xactly.” GPT-6 Luna · comparative prompt · first choice
“SPM suites like CaptivateIQ or Varicent often emerge as sweet spots” Grok 4.20 · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Other options include Pigment, Lative, and Anaplan, but they may be more expensive or have more complex pricing structures.” Llama 4 Maverick · budget prompt · soft negative
“From $5,000/year (up to 20 reps) | Tying territory design directly to quota and rep capacity” Kimi K2 · budget prompt · soft negative
“Lative (from ~$5k/year but scalable)” Grok 4.20 · budget prompt · soft negative
“CaptivateIQ Planning and Lative are the top choices” Mistral Small · direct prompt · first choice
“Coverage-based planning around your reps, fast, affordable ($5K/yr) | If you need to start small and simple” DeepSeek V4 Flash · scale prompt · alternative
“Lative (~$5,000/yr) — it uniquely connects territory design to actual rep capacity and quota fairness” Qwen 3.7 Flash · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.